Orchestration Planner

Plan multi-step workflows using capability graph and Codex-powered goal decomposition

Purpose

Takes high-level goals and decomposes them into executable workflows using the capability graph. Uses Codex to understand goal semantics, find matching capabilities, validate preconditions, and generate Hierarchical Task Network (HTN) plans with alternatives and scoring.

When to Use

• Converting user goals into executable plans (e.g., "build RAG system")
• Finding optimal capability sequences for complex tasks
• Validating that project state supports a capability
• Generating alternatives when primary path is blocked
• Explaining why certain capabilities are recommended

Key Capabilities